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  1. #1

    Default Type compatibility (according to answers on OkCupid)

    I took everyone that stated their type on OkCupid (~65,000 people, 1/3rd female) and matched them with each other (straight males with straight/bi women, bi males with bi males and straight/bi women, etc), and some numbers popped out. What do you think?

    ENFJs, on average, seem to have the highest overall compatibility with other types:

    ENFJ
    INFJ
    ENFP
    INFP
    ENTJ
    INTJ
    ENTP
    INTP
    ESTP
    ISTJ
    ISTP
    ISFP
    ISFJ
    ESFP
    ESTJ
    ESFJ
    74.46% 74.41% 74.32% 74.09% 74.07% 74.07% 73.98% 73.62% 73.15% 72.90% 72.86% 72.79% 72.76% 72.61% 72.37% 72.31%


    Compatibility by Socionics intertype relationship (I flipped the last letter for introverts, so an INTP, for example, becomes an INTj):

    Identical (INTp - INTp)
    Mirror (ENTj - INTp)
    Look-a-like (INTp - ISTp)
    Comparative (INFp - INTp)
    Quasi-Identical (INTp - INTj)
    Super-Ego (INTp - ISFp)
    Supervision (ENFj - INTp)
    74.75% 74.01% 73.92% 73.86% 73.63% 73.50% 73.48%

    Benefit (INTp - INFj)
    Contrary (ENTp - INTp)
    Conflicting (ESFj - INTp)
    Activity (INTp - ISFj)
    Illusionary (ENFp - INTp)
    Semi-Duality (ESTp - INTp)
    Duality (ESFp - INTp)
    73.35% 73.23% 73.05% 72.89% 72.89% 72.89% 72.50%


    The following are the type combinations and their average compatibility:

    ENFJ
    ENFP
    ENTJ
    ENTP
    ESFJ
    ESFP
    ESTJ
    ESTP
    ENFJ 76.21%
    INFJ 75.65%
    ENTJ 75.41%
    ENFP 75.37%
    INFP 74.85%
    ENTP 74.75%
    INTJ 74.68%
    ESFP 74.18%
    ESTP 74.04%
    INTP 74.02%
    ISFJ 73.83%
    ISFP 73.82%
    ESTJ 73.80%
    ISTJ 73.78%
    ESFJ 73.66%
    ISTP 73.32%
    ENFP 76.35%
    INFP 75.81%
    ENTP 75.73%
    ENFJ 75.37%
    INFJ 75.20%
    INTJ 75.09%
    ENTJ 75.06%
    INTP 75.00%
    ESTP 74.35%
    ISTP 73.96%
    ISFP 73.68%
    ESFP 73.49%
    ISTJ 72.74%
    ISFJ 72.52%
    ESFJ 72.38%
    ESTJ 72.36%
    ENTJ 75.67%
    ENFJ 75.41%
    ENFP 75.06%
    INFJ 75.01%
    ENTP 74.77%
    INTJ 74.68%
    ESTP 74.21%
    INFP 74.17%
    INTP 73.73%
    ISTJ 73.69%
    ESTJ 73.36%
    ESFP 73.27%
    ISFP 73.12%
    ISTP 73.06%
    ESFJ 73.02%
    ISFJ 72.96%
    ENTP 76.45%
    ENFP 75.73%
    INTP 75.63%
    INFP 75.26%
    INTJ 74.95%
    ENTJ 74.77%
    ENFJ 74.75%
    INFJ 74.50%
    ESTP 74.20%
    ISTP 73.90%
    ISFP 72.80%
    ESFP 72.69%
    ISTJ 72.50%
    ISFJ 71.89%
    ESTJ 71.88%
    ESFJ 71.82%
    ENFJ 73.66%
    ESTJ 73.12%
    ESFJ 73.07%
    INFJ 73.06%
    ENTJ 73.02%
    ISFJ 72.81%
    ENFP 72.38%
    INTJ 72.31%
    ISTJ 72.15%
    ESFP 72.09%
    INFP 71.92%
    ENTP 71.82%
    ESTP 71.74%
    ISFP 71.44%
    INTP 71.19%
    ISTP 71.12%
    ENFJ 74.18%
    INFJ 73.55%
    ENFP 73.49%
    ENTJ 73.27%
    INFP 72.88%
    ESFP 72.86%
    ENTP 72.69%
    INTJ 72.53%
    ESTP 72.33%
    ISFJ 72.26%
    ISFP 72.17%
    ESFJ 72.09%
    ESTJ 72.03%
    ISTJ 71.92%
    INTP 71.92%
    ISTP 71.56%
    ENFJ 73.80%
    ESTJ 73.55%
    ENTJ 73.36%
    ESFJ 73.12%
    INFJ 73.10%
    ISFJ 72.94%
    INTJ 72.47%
    ISTJ 72.47%
    ENFP 72.36%
    ESFP 72.03%
    ESTP 72.01%
    ENTP 71.88%
    INFP 71.60%
    ISFP 71.27%
    INTP 71.02%
    ISTP 71.01%
    ENFP 74.35%
    ENTJ 74.21%
    ENTP 74.20%
    ENFJ 74.04%
    INTJ 73.97%
    ESTP 73.78%
    INFJ 73.63%
    INFP 73.56%
    INTP 73.38%
    ISTP 72.87%
    ISTJ 72.40%
    ESFP 72.33%
    ISFP 72.18%
    ESTJ 72.01%
    ISFJ 71.78%
    ESFJ 71.74%
    INFJ
    INFP
    INTJ
    INTP
    ISFJ
    ISFP
    ISTJ
    ISTP
    INFJ 76.11%
    ENFJ 75.65%
    INFP 75.36%
    ENFP 75.20%
    INTJ 75.05%
    ENTJ 75.01%
    ENTP 74.50%
    INTP 74.46%
    ISFP 74.26%
    ISTJ 74.15%
    ISFJ 73.91%
    ESTP 73.63%
    ISTP 73.62%
    ESFP 73.55%
    ESTJ 73.10%
    ESFJ 73.06%
    INFP 76.21%
    ENFP 75.81%
    INFJ 75.36%
    ENTP 75.26%
    INTP 75.24%
    INTJ 75.03%
    ENFJ 74.85%
    ENTJ 74.17%
    ISTP 74.08%
    ISFP 73.85%
    ESTP 73.56%
    ESFP 72.88%
    ISTJ 72.80%
    ISFJ 72.79%
    ESFJ 71.92%
    ESTJ 71.60%
    INTJ 75.56%
    ENFP 75.09%
    INFJ 75.05%
    INFP 75.03%
    ENTP 74.95%
    INTP 74.83%
    ENTJ 74.68%
    ENFJ 74.68%
    ESTP 73.97%
    ISTP 73.92%
    ISTJ 73.76%
    ISFP 73.20%
    ISFJ 73.13%
    ESFP 72.53%
    ESTJ 72.47%
    ESFJ 72.31%
    INTP 76.46%
    ENTP 75.63%
    INFP 75.24%
    ENFP 75.00%
    INTJ 74.83%
    INFJ 74.46%
    ENFJ 74.02%
    ISTP 73.75%
    ENTJ 73.73%
    ESTP 73.38%
    ISFP 72.79%
    ISTJ 72.49%
    ISFJ 72.06%
    ESFP 71.92%
    ESFJ 71.19%
    ESTJ 71.02%
    INFJ 73.91%
    ENFJ 73.83%
    ISFJ 73.79%
    INTJ 73.13%
    ISTJ 73.13%
    ENTJ 72.96%
    ESTJ 72.94%
    ESFJ 72.81%
    INFP 72.79%
    ENFP 72.52%
    ISFP 72.35%
    ESFP 72.26%
    INTP 72.06%
    ISTP 71.94%
    ENTP 71.89%
    ESTP 71.78%
    INFJ 74.26%
    INFP 73.85%
    ENFJ 73.82%
    ENFP 73.68%
    INTJ 73.20%
    ENTJ 73.12%
    ISFP 73.07%
    ENTP 72.80%
    INTP 72.79%
    ISTJ 72.45%
    ISFJ 72.35%
    ISTP 72.22%
    ESTP 72.18%
    ESFP 72.17%
    ESFJ 71.44%
    ESTJ 71.27%
    INFJ 74.15%
    ENFJ 73.78%
    INTJ 73.76%
    ISTJ 73.75%
    ENTJ 73.69%
    ISFJ 73.13%
    INFP 72.80%
    ENFP 72.74%
    ENTP 72.50%
    INTP 72.49%
    ESTJ 72.47%
    ISFP 72.45%
    ESTP 72.40%
    ISTP 72.29%
    ESFJ 72.15%
    ESFP 71.92%
    INFP 74.08%
    ENFP 73.96%
    INTJ 73.92%
    ENTP 73.90%
    INTP 73.75%
    INFJ 73.62%
    ENFJ 73.32%
    ISTP 73.16%
    ENTJ 73.06%
    ESTP 72.87%
    ISTJ 72.29%
    ISFP 72.22%
    ISFJ 71.94%
    ESFP 71.56%
    ESFJ 71.12%
    ESTJ 71.01%
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  2. #2
    climb on Showbread's Avatar
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    That looks more similarity, than compatibility. Everyone's top is their own type. And it's all within a range of like 2%. I definitely would not want to date another ESFJ.
    Friends, waffles, work

    "The problem is, when you depend on a substitute for love, you can never get enough" - Louis Cozolino

    3w2 6w7 1w2
    *Gryffindor*

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  3. #3
    Senior Member Yaru's Avatar
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    Quote Originally Posted by Showbread View Post
    That looks more similarity, than compatibility. Everyone's top is their own type. And it's all within a range of like 2%. I definitely would not want to date another ESFJ.
    No, Everyone's top is their own type with N preferences. ESFJ's top is ENFJ.
    It seems that intuitives want to date other intuitives and sensors want to date intuitives too lol.

    Yeah, the percentages are kind of weird.
    In my on experience I can kind of agree because I go along with all the types in my 76 to 75 % almost equally and I've been in love with each of them at least once. For the rest I don't know, I never experienced attraction for other types so I can't tell.
    My other INFP friends were in love with INFJs, ENFPs and other INFPs.
    I could never date another INFP for too long. Even though I've loved one, it was obviously an impossible relationship. I need the guide of the Thinking type.

    My INFJ friend is obsessed with Thinking types as well. She goes crazy for all the INTJs.

    But I think these subtle preferences have little to do with type anyways.

    Personality traits: a summary by Yar'Chun
    Introverted - Independent bitch
    Extraverted - Weak
    Intuitive - Creative 4th dimension spacelord
    Sensing - Dumb
    Feeling - Such confused wow
    Thinking - Smart
    Judjing - Nel mio intimo c'è Chilly
    Perceiving - Oooh butterflies


  4. #4
    untitled Chanaynay's Avatar
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    Me and another ENFP would be a train wreck. Give me a fun ESTP to play with (who coincidentally has ENFP as their top match...it's destiny ).

    I don't think I've ever met a gay ESTP though. I think the closest I've come is an ENTJ I dated.

    Quote Originally Posted by Yaru View Post
    No, Everyone's top is their own type with N preferences.
    Not for STJs, SFPs, STPs. And possibly some other types I skipped.
    7w6 - 2w3 - 8w7 sx/so


  5. #5
    Senior Member Yaru's Avatar
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    Quote Originally Posted by Chanaynay View Post
    Me and another ENFP would be a train wreck. Give me a fun ESTP to play with (who coincidentally has ENFP as their top match...it's destiny ).

    I don't think I've ever met a gay ESTP though. I think the closest I've come is an ENTJ I dated.



    Not for STJs, SFPs, STPs. And possibly some other types I skipped.

    I was talking about the very top one

    I met some gay ESxPs not sure if they were T or F

    Personality traits: a summary by Yar'Chun
    Introverted - Independent bitch
    Extraverted - Weak
    Intuitive - Creative 4th dimension spacelord
    Sensing - Dumb
    Feeling - Such confused wow
    Thinking - Smart
    Judjing - Nel mio intimo c'è Chilly
    Perceiving - Oooh butterflies


  6. #6

    Default

    Quote Originally Posted by Showbread View Post
    That looks more similarity, than compatibility. Everyone's top is their own type. And it's all within a range of like 2%. I definitely would not want to date another ESFJ.
    It's definitely compatibility, as I matched the answers everyone gave with the answers everyone stated they'd accept, then ran the OkCupid matching algorithm (using the minimum of the two scores, rather than their geometric mean). What this is suggesting to me is that most people on OkCupid seem to, on average, end up looking for someone with similar views, rather than someone complementary. That is, the answers they'll accept are primarily the same as the answers they give.

  7. #7
    alchemist Legion's Avatar
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    Wtf all the scores are basically the same. What is going on!
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  8. #8
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    I have to up this thread after finding it in the magnificent world of google search. Its amazing data really if you look at it properly. The scores are so close because of "statistics" rounding it even. Overall match is 73% so it makes more sense to restrict our way of looking at it in the 70-80 gap. Basically if we take out the 70 from the picture (deduct 70 from the score) we have numbers we can understand better. I'm by no means an expert in statistics but have taken a class at uni and understand them somewhat even though I can't talk about it in proper terms. Just bear with me. I'm also on okcupid, so I know what the questions are about and how it works.

    Out of all the matches ESFJ and ESTJ have the lowest overall matching %. This might seem to be due to them being the most picky and having the most strict opinions. But in reality its due to them being the most common types so the deviation closes in. This is further proved by sensors having the the lowest match percentages in general. So I wouldn't make correlation with Ns being more agreeable. ENFJ and INFJ lead the best match competition. My guess is this is partly due to them being rare and also that they might be more forgiving in a mate (allowing more options through).

    All the intuitives have best matches with their own type. This is a clear indication of similarity in types. All the types are best matched with similar matches on the E/I spectrum.

    Almost all intuitives are best matched with other intuitives. The differentiation is clear, bottom of the list is full of sensors and top is full of intuitives. This could again be because of type prevalence. All Sensors aren't best matched with sensors, but also with intuitives. Which would seem to indicate that intuitives are more easygoing in general, but is more likely due to type prevalence. The distinction to lower half and upper half isn't anywhere near that clear. I would say this is due to intuitives picking more suitable answers and being less strict about things.

    Contrary to one popular compatibility theory, ISTPs are worst matched with ESTJs. ISTPs and INTPs seem to be the worst matches in general. ISTPs don't even match well with themselves. I have no idea how can this even be. Maybe due to Ti they might have very individual logic systems.

    All types are worst matched with people who are at least 3 letters different. Which again, indicates clear difference in compatibility.

    What we can lightly deduct from this (and other observations in life) is that your best 99% matches might not be your best match in real life. They might be too similar, as in the same type. I personally wouldn't like to date another ENTP, I think. I find it best to search for similarity that is not too similar. You need a balance of differences to ignite the spark. High enough match, but not overly high. Then again, the questions are about life in general and not directly indicative of type per se as can be seen from the statistics. They do, however, indicate a somewhat clear correlation of similarity regarding the same type.

    My highest matches are always other intuitives and rarely something else. Given they've answered a lot of questions. I also find intuitives that are not high matches so it doesn't go to say that all intuitives are good matches with each other. I find the same happening in real life too. People and relationships are so much more than type.

    I would hope for more discussion on this subject, its so interesting! And I apologize if there is any bullshit in my comment, I might've overlooked some stuff and come to the wrong conclusions.MBTI Matches on okcupid.jpg
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  9. #9
    Administrator highlander's Avatar
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    Quote Originally Posted by baccheion View Post
    I took everyone that stated their type on OkCupid (~65,000 people, 1/3rd female) and matched them with each other (straight males with straight/bi women, bi males with bi males and straight/bi women, etc), and some numbers popped out. What do you think?
    Can you elaborate a little more on what exactly you did here?

    Please provide feedback on my Nohari and Johari Window by clicking here: Nohari/Johari

    Tri-type 639

  10. #10

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    This version uses the minimum match between two pairs and include gender.

    Male 1 (INTP) was matched with female 1 (INFJ), for example, then the resulting match percentage (how much of what the INTP male wants is given by the INFJ female) was stored in the ("m:intp", "f:infj") bucket. Then the reverse happened, and it was stored in the ("f:infj", "m:intp") bucket. Once everyone was matched with everyone else, the values in each bucket were averaged together. Once averaged, the average and standard deviation for the ("m:intp", ...) results were calculated, for example, then used to normalize those results. Once normalized, the lower of ("m:intp", "f:infj") and ("f:infj, "m:intp") was stored as the match percentage for that type and gender.


    >= -0.4615: above average
    >= 0.4470: great
    >= 1.3555: exceptional

    ENFJ Female
    ENFP Female
    ENTJ Female
    ENTP Female
    ESFJ Female
    ESFP Female
    ESTJ Female
    ESTP Female
    ENFJ 1.7638
    INFJ 1.2640
    ENTJ 1.0938
    ENFP 1.0173
    ENTP 0.8344
    INFP 0.5538
    INTJ 0.5183
    INTP 0.0014
    ESTJ -0.4041
    ISFJ -0.5673
    ESFJ -0.6561
    ESTP -0.7526
    ESFP -0.8742
    ISTP -1.1763
    ISTJ -1.2526
    ISFP -1.4764
    ENFP 1.3465
    ENFJ 1.3354
    ENTP 1.2019
    INFP 0.9823
    INFJ 0.9745
    ENTJ 0.7099
    INTP 0.5428
    INTJ 0.3190
    ESFP -0.4281
    ESTP -0.5147
    ISTP -0.7848
    ISFP -0.9514
    ISFJ -0.9596
    ESTJ -1.0077
    ESFJ -1.0792
    ISTJ -1.7241
    ENTJ 1.3500
    ENTP 0.8258
    INTJ 0.7409
    ENFJ 0.6371
    ENFP 0.3681
    INTP 0.2687
    ESTJ 0.0642
    INFJ -0.0040
    ESTP -0.1831
    INFP -0.2120
    ISTJ -0.7361
    ESFJ -0.8123
    ISTP -0.8445
    ISFJ -1.0178
    ESFP -1.0894
    ISFP -1.9339
    ENTP 1.3419
    ENTJ 1.0113
    ENFP 0.9939
    INTP 0.8838
    INTJ 0.7387
    INFP 0.5664
    ENFJ 0.5360
    INFJ 0.2000
    ESTP -0.2464
    ISTP -0.4995
    ESFP -0.7336
    ESTJ -0.8000
    ISFJ -1.2592
    ISFP -1.2869
    ISTJ -1.3336
    ESFJ -1.3510
    ESTJ 0.6641
    ISFJ 0.4441
    ESFJ 0.3577
    ENFJ 0.3126
    ENTJ 0.0047
    ISTJ -0.0806
    INFJ -0.2769
    ENFP -0.3992
    ENTP -0.7215
    INTJ -0.7577
    INFP -0.8045
    ESTP -0.8799
    ESFP -1.1246
    INTP -1.2514
    ISTP -1.3091
    ISFP -1.6182
    ENFP 0.0139
    ENFJ -0.1110
    ESTJ -0.2668
    ENTP -0.3083
    ESFJ -0.3833
    ENTJ -0.4496
    INFP -0.4730
    ESFP -0.4741
    ESTP -0.5942
    ISFJ -0.6133
    INFJ -0.7618
    INTP -0.9407
    ISTP -1.2320
    INTJ -1.4341
    ISTJ -1.4436
    ISFP -1.4560
    ESTJ 0.8443
    ISTJ 0.5467
    ESFJ 0.1616
    ENTJ -0.0212
    ESTP -0.3782
    ISFJ -0.4911
    ENFJ -0.5646
    INTJ -0.8990
    ENTP -1.0312
    ENFP -1.2930
    INFJ -1.3194
    ESFP -1.3601
    ISTP -1.4761
    INTP -1.6339
    INFP -1.8603
    ISFP -1.9665
    ENTJ 0.7252
    ENTP 0.5508
    ENFP 0.3051
    ENFJ 0.2714
    ESTJ 0.0226
    INTP -0.0892
    INTJ -0.1293
    ESTP -0.2381
    INFP -0.3424
    INFJ -0.4682
    ISTP -0.7948
    ESFJ -0.8073
    ESFP -0.8625
    ISFJ -0.9341
    ISTJ -1.0642
    ISFP -1.9241
    INFJ Female
    INFP Female
    INTJ Female
    INTP Female
    ISFJ Female
    ISFP Female
    ISTJ Female
    ISTP Female
    INFJ 1.7156
    ENFJ 1.2308
    INFP 1.1224
    INTJ 1.0047
    INTP 0.6054
    ENFP 0.5955
    ENTJ 0.4350
    ENTP 0.3592
    ISFJ -0.0669
    ISTJ -0.7092
    ISTP -0.7366
    ISFP -0.8518
    ESTJ -1.0013
    ESFJ -1.1331
    ESFP -1.3391
    ESTP -1.3951
    INFP 1.4522
    INFJ 1.1257
    INTP 0.9525
    ENFP 0.9291
    ENTP 0.5467
    ENFJ 0.4290
    INTJ 0.4271
    ENTJ -0.2247
    ISFP -0.3458
    ISFJ -0.4468
    ISTP -0.4579
    ESFP -0.7790
    ESTP -1.0930
    ISTJ -1.2552
    ESFJ -1.3845
    ESTJ -1.5026
    INTJ 1.2853
    INTP 0.9163
    INFJ 0.4495
    ENTJ 0.3703
    ENTP 0.3535
    INFP 0.3466
    ENFP -0.0831
    ENFJ -0.1067
    ISTP -0.2558
    ISTJ -0.3019
    ISFJ -0.5335
    ESTJ -0.8483
    ESTP -0.9439
    ISFP -1.1483
    ESFJ -1.5720
    ESFP -1.5848
    INTP 1.3350
    INTJ 0.7975
    INFP 0.6869
    ENTP 0.6036
    ENFP 0.1540
    ISTP 0.0376
    INFJ 0.0330
    ENTJ -0.2642
    ISFP -0.5858
    ENFJ -0.6924
    ESTP -0.7356
    ISTJ -0.8579
    ISFJ -0.9777
    ESFP -1.0017
    ESTJ -1.4275
    ESFJ -1.8261
    ISFJ 1.1934
    ISTJ 0.6945
    INFJ 0.0898
    ESTJ 0.0060
    ESFJ -0.1249
    ENFJ -0.4116
    INTJ -0.4192
    INFP -0.5029
    ISTP -0.6597
    ISFP -0.6881
    INTP -0.9525
    ENTJ -0.9857
    ENFP -1.0333
    ENTP -1.4195
    ESFP -1.6152
    ESTP -1.6813
    ISFP -0.3172
    INFP -0.3439
    ENFP -0.8600
    INFJ -0.8647
    INTP -0.8670
    ISFJ -0.9157
    ESFP -1.0929
    ENTP -1.3100
    ENFJ -1.3704
    ESFJ -1.4360
    ISTP -1.5268
    INTJ -1.7273
    ISTJ -1.8030
    ESTP -1.8393
    ESTJ -1.9110
    ENTJ -2.0245
    ISTJ 0.8996
    ISFJ 0.0972
    ESTJ -0.1975
    INTJ -0.3727
    ESFJ -0.6696
    ISTP -0.7512
    INFJ -0.8386
    ENTJ -0.9508
    INTP -0.9615
    ISFP -1.1335
    ENFJ -1.2048
    INFP -1.2198
    ESTP -1.3323
    ENTP -1.4424
    ENFP -1.6305
    ESFP -1.9728
    INTP -0.7765
    ENTP -1.1480
    INFP -1.2197
    ISTP -1.2451
    INTJ -1.3943
    ENFP -1.4379
    ISFP -1.4393
    ESTP -1.4654
    ISTJ -1.5406
    ENTJ -1.6466
    ESFP -1.7044
    ESTJ -1.8119
    INFJ -1.8452
    ISFJ -1.9787
    ESFJ -2.0190
    ENFJ -2.0546
    ENFJ Male
    ENFP Male
    ENTJ Male
    ENTP Male
    ESFJ Male
    ESFP Male
    ESTJ Male
    ESTP Male
    ENFJ 1.7638
    ENFP 1.3354
    INFJ 1.2308
    ENTJ 0.6371
    ENTP 0.5360
    INFP 0.4290
    ESFJ 0.3126
    ESTP 0.2714
    INTJ -0.1067
    ESFP -0.1110
    ISFJ -0.4116
    ESTJ -0.5646
    INTP -0.6924
    ISTJ -1.2048
    ISFP -1.3704
    ISTP -2.0546
    ENFP 1.3465
    ENFJ 1.0173
    ENTP 0.9939
    INFP 0.9291
    INFJ 0.5955
    ENTJ 0.3681
    ESTP 0.3051
    INTP 0.1540
    ESFP 0.0139
    INTJ -0.0831
    ESFJ -0.3992
    ISFP -0.8600
    ISFJ -1.0333
    ESTJ -1.2930
    ISTP -1.4379
    ISTJ -1.6305
    ENTJ 1.3500
    ENFJ 1.0938
    ENTP 1.0113
    ESTP 0.7252
    ENFP 0.7099
    INFJ 0.4350
    INTJ 0.3703
    ESFJ 0.0047
    ESTJ -0.0212
    INFP -0.2247
    INTP -0.2642
    ESFP -0.4496
    ISTJ -0.9508
    ISFJ -0.9857
    ISTP -1.6466
    ISFP -2.0245
    ENTP 1.3419
    ENFP 1.2019
    ENFJ 0.8344
    ENTJ 0.8258
    INTP 0.6036
    ESTP 0.5508
    INFP 0.5467
    INFJ 0.3592
    INTJ 0.3535
    ESFP -0.3083
    ESFJ -0.7215
    ESTJ -1.0312
    ISTP -1.1480
    ISFP -1.3100
    ISFJ -1.4195
    ISTJ -1.4424
    ESFJ 0.3577
    ESTJ 0.1616
    ISFJ -0.1249
    ESFP -0.3833
    ENFJ -0.6561
    ISTJ -0.6696
    ESTP -0.8073
    ENTJ -0.8123
    ENFP -1.0792
    INFJ -1.1331
    ENTP -1.3510
    INFP -1.3845
    ISFP -1.4360
    INTJ -1.5720
    INTP -1.8261
    ISTP -2.0190
    ENFP -0.4281
    ESFP -0.4741
    ENTP -0.7336
    INFP -0.7790
    ESTP -0.8625
    ENFJ -0.8742
    INTP -1.0017
    ENTJ -1.0894
    ISFP -1.0929
    ESFJ -1.1246
    INFJ -1.3391
    ESTJ -1.3601
    INTJ -1.5848
    ISFJ -1.6152
    ISTP -1.7044
    ISTJ -1.9728
    ESTJ 0.8443
    ESFJ 0.6641
    ENTJ 0.0642
    ESTP 0.0226
    ISFJ 0.0060
    ISTJ -0.1975
    ESFP -0.2668
    ENFJ -0.4041
    ENTP -0.8000
    INTJ -0.8483
    INFJ -1.0013
    ENFP -1.0077
    INTP -1.4275
    INFP -1.5026
    ISTP -1.8119
    ISFP -1.9110
    ENTJ -0.1831
    ESTP -0.2381
    ENTP -0.2464
    ESTJ -0.3782
    ENFP -0.5147
    ESFP -0.5942
    INTP -0.7356
    ENFJ -0.7526
    ESFJ -0.8799
    INTJ -0.9439
    INFP -1.0930
    ISTJ -1.3323
    INFJ -1.3951
    ISTP -1.4654
    ISFJ -1.6813
    ISFP -1.8393
    INFJ Male
    INFP Male
    INTJ Male
    INTP Male
    ISFJ Male
    ISFP Male
    ISTJ Male
    ISTP Male
    INFJ 1.7156
    ENFJ 1.2640
    INFP 1.1257
    ENFP 0.9745
    INTJ 0.4495
    ENTP 0.2000
    ISFJ 0.0898
    INTP 0.0330
    ENTJ -0.0040
    ESFJ -0.2769
    ESTP -0.4682
    ESFP -0.7618
    ISTJ -0.8386
    ISFP -0.8647
    ESTJ -1.3194
    ISTP -1.8452
    INFP 1.4522
    INFJ 1.1224
    ENFP 0.9823
    INTP 0.6869
    ENTP 0.5664
    ENFJ 0.5538
    INTJ 0.3466
    ENTJ -0.2120
    ESTP -0.3424
    ISFP -0.3439
    ESFP -0.4730
    ISFJ -0.5029
    ESFJ -0.8045
    ISTP -1.2197
    ISTJ -1.2198
    ESTJ -1.8603
    INTJ 1.2853
    INFJ 1.0047
    INTP 0.7975
    ENTJ 0.7409
    ENTP 0.7387
    ENFJ 0.5183
    INFP 0.4271
    ENFP 0.3190
    ESTP -0.1293
    ISTJ -0.3727
    ISFJ -0.4192
    ESFJ -0.7577
    ESTJ -0.8990
    ISTP -1.3943
    ESFP -1.4341
    ISFP -1.7273
    INTP 1.3350
    INFP 0.9525
    INTJ 0.9163
    ENTP 0.8838
    INFJ 0.6054
    ENFP 0.5428
    ENTJ 0.2687
    ENFJ 0.0014
    ESTP -0.0892
    ISTP -0.7765
    ISFP -0.8670
    ESFP -0.9407
    ISFJ -0.9525
    ISTJ -0.9615
    ESFJ -1.2514
    ESTJ -1.6339
    ISFJ 1.1934
    ESFJ 0.4441
    ISTJ 0.0972
    INFJ -0.0669
    INFP -0.4468
    ESTJ -0.4911
    INTJ -0.5335
    ENFJ -0.5673
    ESFP -0.6133
    ISFP -0.9157
    ESTP -0.9341
    ENFP -0.9596
    INTP -0.9777
    ENTJ -1.0178
    ENTP -1.2592
    ISTP -1.9787
    ISFP -0.3172
    INFP -0.3458
    INTP -0.5858
    ISFJ -0.6881
    INFJ -0.8518
    ENFP -0.9514
    ISTJ -1.1335
    INTJ -1.1483
    ENTP -1.2869
    ISTP -1.4393
    ESFP -1.4560
    ENFJ -1.4764
    ESFJ -1.6182
    ESTP -1.9241
    ENTJ -1.9339
    ESTJ -1.9665
    ISTJ 0.8996
    ISFJ 0.6945
    ESTJ 0.5467
    ESFJ -0.0806
    INTJ -0.3019
    INFJ -0.7092
    ENTJ -0.7361
    INTP -0.8579
    ESTP -1.0642
    ENFJ -1.2526
    INFP -1.2552
    ENTP -1.3336
    ESFP -1.4436
    ISTP -1.5406
    ENFP -1.7241
    ISFP -1.8030
    INTP 0.0376
    INTJ -0.2558
    INFP -0.4579
    ENTP -0.4995
    ISFJ -0.6597
    INFJ -0.7366
    ISTJ -0.7512
    ENFP -0.7848
    ESTP -0.7948
    ENTJ -0.8445
    ENFJ -1.1763
    ESFP -1.2320
    ISTP -1.2451
    ESFJ -1.3091
    ESTJ -1.4761
    ISFP -1.5268

    Correlation of match ordering with IQ (how much the ordering of personality types by match percentage for an INTP male, for example, lines up with the ordering of personality types by likelihood to be gifted) using the Spearman rank-order correlation coefficient:
    Code:
     0.9353     INTP Male
     0.9353     INTJ Female
     0.9147     INTP Female
     0.8618     INTJ Male
     0.8500     INFP Female
     0.8382     ISTP Male
     0.8235     INFJ Female
    
     0.7941     INFP Male
     0.7735     ENTP Female
     0.6765     ENFP Female
     0.6618     INFJ Male
     0.6118     ENTJ Female
     0.5941     ISTP Female
     0.5824     ENFJ Female
     0.5500     ENTP Male
     0.5235     ENFP Male
     0.4588     ESTP Female
     0.4441     ISFP Male
    
     0.3265     ENFJ Male
     0.3206     ENTJ Male
     0.2529     ISFP Female
     0.1765     ESFP Male
     0.0529     ESTP Male
    -0.0912     ISTJ Male
    -0.1118     ESFP Female
    
    -0.1147     ISFJ Female
    -0.1647     ISTJ Female
    -0.2588     ESFJ Female
    -0.2676     ISFJ Male
    -0.3941     ESTJ Female
    -0.5118     ESTJ Male
    
    -0.6882     ESFJ Male
    IQ data: http://psych.wisc.edu/henriques/papers/Sak.pdf

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